TopoGeoScore: A Self-Supervised Source-Only Geometric Framework for OOD Checkpoint Selection

Farid Hazratian, Ali Zia, Hien Duy Nguyen

Out-of-distribution (OOD) robustness is difficult to diagnose when target-domain labels are unavailable. We consider a more restrictive source-only variant of unsupervised accuracy…